The supporters of Tulsiram Dube and Brajesh Patel, both belonging to the ruling BJP in Madhya Pradesh, clashed following dispute over some financial matter.
They also fired in the air and hurled bombs.
Six persons from the two groups suffered injuries in the incident and four of them were admitted to the district hospital, police said.
Police have registered a case and are investigating the incident.